mirror of
https://github.com/zongzibinbin/MallChat.git
synced 2026-03-13 21:53:41 +08:00
@@ -1,21 +1,35 @@
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package com.abin.mallchat.common.common.utils;
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import org.apache.commons.collections.CollectionUtils;
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import org.apache.commons.lang3.StringUtils;
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import java.io.BufferedReader;
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import java.io.File;
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import java.io.IOException;
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import java.io.InputStream;
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import java.io.InputStreamReader;
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import java.nio.charset.StandardCharsets;
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import java.nio.file.Files;
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import java.nio.file.Paths;
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import java.util.*;
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import java.util.stream.Collectors;
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/**
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* 敏感词工具类
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*
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* @author zhaoyuhang
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* @date 2023/06/19
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*/
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public final class SensitiveWordUtils {
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private static Map<Character, Word> wordMap; // 敏感词Map
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private static Word root = new Word(' '); // 敏感词字典的根节点
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private final static char replace = '*'; // 替代字符
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private final static char[] skip = new char[]{ // 遇到这些字符就会跳过
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' ', '!', '*', '-', '+', '_', '=', ',', ',', '.', '@', ';', ':', ';', ':'
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};
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private final static String skipChars = " !*-+_=,,.@;:;:。、??()()【】[]《》<>“”\"‘’"; // 遇到这些字符就会跳过
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private final static Set<Character> skipSet = new HashSet<>(); // 遇到这些字符就会跳过
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static {
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for (char c : skipChars.toCharArray()) {
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skipSet.add(c);
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}
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}
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/**
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* 判断文本中是否存在敏感词
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@@ -28,12 +42,6 @@ public final class SensitiveWordUtils {
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return !Objects.equals(filter(text), text);
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}
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/**
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* 过滤敏感词并替换为指定字符
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*
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* @param text 待替换文本
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* @return 替换后的文本
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*/
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/**
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* 敏感词替换
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*
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@@ -41,45 +49,41 @@ public final class SensitiveWordUtils {
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* @return 替换后的文本
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*/
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public static String filter(String text) {
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if (wordMap == null || wordMap.isEmpty() || StringUtils.isBlank(text)) return text;
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char[] chars = text.toCharArray(); // 将文本转换为字符数组
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int length = chars.length; // 文本长度
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StringBuilder result = new StringBuilder(length); // 存储替换后的结果
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int i = 0; // 当前遍历的字符索引
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while (i < length) {
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char c = chars[i]; // 当前字符
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if (skip(c)) { // 如果是需要跳过的字符,则直接追加到结果中
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i++;
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StringBuilder result = new StringBuilder(text);
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int index = 0;
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while (index < result.length()) {
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char c = result.charAt(index);
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if (skip(c)) {
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index++;
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continue;
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}
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int startIndex = i; // 敏感词匹配的起始索引
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Map<Character, Word> currentMap = wordMap; // 当前层级的敏感词字典
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int matchLength = 0; // 匹配到的敏感词长度
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for (int j = i; j < length; j++) {
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char ch = chars[j]; // 当前遍历的字符
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if (skip(ch)) { // 如果是需要跳过的字符,则直接追加到结果中
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Word word = root;
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int start = index;
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boolean found = false;
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for (int i = index; i < result.length(); i++) {
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c = result.charAt(i);
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if (skip(c)) {
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continue;
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}
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Word word = currentMap.get(ch); // 获取当前字符在当前层级的敏感词字典中对应的敏感词节点
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if (word == null) { // 如果未匹配到敏感词节点,则终止循环
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if (c >= 'A' && c <= 'Z') {
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c += 32;
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}
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word = word.next.get(c);
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if (word == null) {
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break;
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}
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if (word.end) { // 如果当前节点是敏感词的最后一个节点,则记录匹配长度
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matchLength = j - startIndex + 1;
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if (word.end) {
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found = true;
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for (int j = start; j <= i; j++) {
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result.setCharAt(j, replace);
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}
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currentMap = word.next; // 进入下一层级的敏感词字典
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if (word.next == null) { // 如果当前节点是敏感词的最后一个节点,则记录匹配长度
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matchLength = j - startIndex + 1;
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index = i;
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}
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}
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if (matchLength > 0) { // 如果匹配到敏感词,则将对应的字符替换为指定替代字符
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for (int j = startIndex; j < startIndex + matchLength; j++) {
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chars[j] = replace;
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if (!found) {
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index++;
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}
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}
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i += matchLength > 0 ? matchLength : 1; // 更新当前索引,跳过匹配到的敏感词
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}
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result.append(chars); // 将匹配到的敏感词追加到结果中
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return result.toString();
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}
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@@ -90,28 +94,40 @@ public final class SensitiveWordUtils {
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* @param words 敏感词数组
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*/
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public static void loadWord(List<String> words) {
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if (words == null) return;
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words = words.stream().distinct().collect(Collectors.toList()); // 去重
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wordMap = new HashMap<>(); // 创建敏感词字典的根节点
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for (String word : words) {
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if (word == null) continue;
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char[] chars = word.toCharArray();
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Map<Character, Word> currentMap = wordMap; // 当前层级的敏感词字典
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for (int i = 0; i < chars.length; i++) {
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char c = chars[i];
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Word currentWord = currentMap.get(c);
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if (currentWord == null) {
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Word newWord = new Word(c); // 创建新的敏感词节点
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currentMap.put(c, newWord); // 将节点添加到当前层级的敏感词字典中
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if (i == chars.length - 1) {
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newWord.end = true; // 添加结束标志
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}
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currentMap = newWord.next = new HashMap<>(); // 进入下一层级
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} else {
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currentMap = currentWord.next; // 存在该字符的节点,则进入下一层级
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if (!CollectionUtils.isEmpty(words)) {
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Word newRoot = new Word(' ');
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words.forEach(word -> loadWord(word, newRoot));
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root = newRoot;
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}
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}
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/**
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* 加载敏感词
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*
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* @param word 词
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*/
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public static void loadWord(String word, Word root) {
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if (StringUtils.isBlank(word)) {
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return;
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}
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Word current = root;
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for (int i = 0; i < word.length(); i++) {
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char c = word.charAt(i);
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// 如果是大写字母, 转换为小写
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if (c >= 'A' && c <= 'Z') {
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c += 32;
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}
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if (skip(c)) {
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continue;
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}
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Word next = current.next.get(c);
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if (next == null) {
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next = new Word(c);
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current.next.put(c, next);
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}
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current = next;
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}
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current.end = true;
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}
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@@ -121,28 +137,30 @@ public final class SensitiveWordUtils {
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* @param path 文本文件的绝对路径
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*/
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public static void loadWordFromFile(String path) {
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String encoding = "UTF-8";
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File file = new File(path);
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try {
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if (file.isFile() && file.exists()) {
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InputStreamReader inputStreamReader = new InputStreamReader(
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Files.newInputStream(file.toPath()), encoding
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);
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BufferedReader bufferedReader = new BufferedReader(inputStreamReader);
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String line;
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ArrayList<String> list = new ArrayList<>();
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while ((line = bufferedReader.readLine()) != null) {
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list.add(line);
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}
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bufferedReader.close();
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inputStreamReader.close();
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loadWord(list);
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}
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try (InputStream inputStream = Files.newInputStream(Paths.get(path))) {
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loadWord(inputStream);
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} catch (IOException e) {
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e.printStackTrace();
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}
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}
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/**
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* 从流中加载敏感词列表
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*
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* @param inputStream 文本文件输入流
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* @throws IOException IO异常
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*/
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public static void loadWord(InputStream inputStream) throws IOException {
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try (BufferedReader reader = new BufferedReader(new InputStreamReader(inputStream, StandardCharsets.UTF_8))) {
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String line;
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ArrayList<String> list = new ArrayList<>();
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while ((line = reader.readLine()) != null) {
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list.add(line);
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}
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loadWord(list);
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}
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}
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/**
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* 判断是否需要跳过当前字符
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*
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@@ -150,10 +168,7 @@ public final class SensitiveWordUtils {
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* @return true: 需要跳过, false: 不需要跳过
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*/
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private static boolean skip(char c) {
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for (char skipChar : skip) {
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if (skipChar == c) return true;
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}
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return false;
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return skipSet.contains(c);
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}
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/**
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@@ -161,7 +176,7 @@ public final class SensitiveWordUtils {
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*/
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private static class Word {
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// 当前字符
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private char c;
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private final char c;
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// 结束标识
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private boolean end;
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@@ -171,12 +186,17 @@ public final class SensitiveWordUtils {
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public Word(char c) {
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this.c = c;
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this.end = false;
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this.next = new HashMap<>();
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}
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}
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public static void main(String[] args) {
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List<String> strings = Arrays.asList("白日梦", "白痴", "白痴是你","TMD");
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loadWord(strings);
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System.out.println(filter("TMD,白痴是你吗"));
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String text = "白日,梦";
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String filter = filter(text);
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System.out.println(filter);
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}
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}
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Reference in New Issue
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